





import argparse
import json
import math
import os
import time
import traceback
import zipfile
from collections import Counter

import requests



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase=None  ):
   '''simple docstring'''


   A_  :					Union[str, Any]         =						None
   if token is not None:
      A_  :					Optional[Any]         =						{"""Accept""": """application/vnd.github+json""", """Authorization""": f"""Bearer {token}"""}

   A_  :					Optional[int]         =						f"""https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100"""
   A_  :					str         =						requests.get(_A	,headers=_A  ).json()
   A_  :					Optional[Any]         =						{}

   try:
      job_links.update({job["""name"""]: job["""html_url"""] for job in result["""jobs"""]}  )
      A_  :					List[str]         =						math.ceil((result["""total_count"""] - 1_0_0) / 1_0_0  )

      for i in range(_A  ):
         A_  :					Tuple         =						requests.get(url + f"""&page={i + 2}"""	,headers=_A  ).json()
         job_links.update({job["""name"""]: job["""html_url"""] for job in result["""jobs"""]}  )

      return job_links
   except Exception:
      print(f"""Unknown error, could not fetch links:\n{traceback.format_exc()}"""  )

   return {}



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase=None  ):
   '''simple docstring'''


   A_  :					Any         =						None
   if token is not None:
      A_  :					Any         =						{"""Accept""": """application/vnd.github+json""", """Authorization""": f"""Bearer {token}"""}

   A_  :					Union[str, Any]         =						f"""https://api.github.com/repos/huggingface/transformers/actions/runs/{worflow_run_id}/artifacts?per_page=100"""
   A_  :					Optional[int]         =						requests.get(_A	,headers=_A  ).json()
   A_  :					Optional[int]         =						{}

   try:
      artifacts.update({artifact["""name"""]: artifact["""archive_download_url"""] for artifact in result["""artifacts"""]}  )
      A_  :					Tuple         =						math.ceil((result["""total_count"""] - 1_0_0) / 1_0_0  )

      for i in range(_A  ):
         A_  :					Optional[Any]         =						requests.get(url + f"""&page={i + 2}"""	,headers=_A  ).json()
         artifacts.update({artifact["""name"""]: artifact["""archive_download_url"""] for artifact in result["""artifacts"""]}  )

      return artifacts
   except Exception:
      print(f"""Unknown error, could not fetch links:\n{traceback.format_exc()}"""  )

   return {}



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase	,_lowerCAmelCase	,_lowerCAmelCase  ):
   '''simple docstring'''


   A_  :					Optional[Any]         =						None
   if token is not None:
      A_  :					str         =						{"""Accept""": """application/vnd.github+json""", """Authorization""": f"""Bearer {token}"""}

   A_  :					List[str]         =						requests.get(_A	,headers=_A	,allow_redirects=_A  )
   A_  :					Tuple         =						result.headers["""Location"""]
   A_  :					Tuple         =						requests.get(_A	,allow_redirects=_A  )
   A_  :					Tuple         =						os.path.join(_A	,f"""{artifact_name}.zip"""  )
   with open(_A	,"""wb"""  ) as fp:
      fp.write(response.content  )



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase=None  ):
   '''simple docstring'''


   A_  :					Tuple         =						[]
   A_  :					Union[str, Any]         =						[]
   A_  :					Dict         =						None

   with zipfile.ZipFile(_A  ) as z:
      for filename in z.namelist():
         if not os.path.isdir(_A  ):
            # read the file
            if filename in ["failures_line.txt", "summary_short.txt", "job_name.txt"]:
               with z.open(_A  ) as f:
                  for line in f:
                     A_  :					Any         =						line.decode("""UTF-8"""  ).strip()
                     if filename == "failures_line.txt":
                        try:
                           # `error_line` is the place where `error` occurs
                           A_  :					str         =						line[: line.index(""": """  )]
                           A_  :					str         =						line[line.index(""": """  ) + len(""": """  ) :]
                           errors.append([error_line, error]  )
                        except Exception:
                           # skip un-related lines
                           pass
                     elif filename == "summary_short.txt" and line.startswith("""FAILED """  ):
                        # `test` is the test method that failed
                        A_  :					Union[str, Any]         =						line[len("""FAILED """  ) :]
                        failed_tests.append(_A  )
                     elif filename == "job_name.txt":
                        A_  :					Dict         =						line

   if len(_A  ) != len(_A  ):
      raise ValueError(
          f"""`errors` and `failed_tests` should have the same number of elements. Got {len(_A  )} for `errors` """
          f"""and {len(_A  )} for `failed_tests` instead. The test reports in {artifact_zip_path} have some"""
          """ problem."""  )

   A_  :					str         =						None
   if job_name and job_links:
      A_  :					int         =						job_links.get(_A	,_A  )

   # A list with elements of the form (line of error, error, failed test)
   A_  :					Optional[int]         =						[x + [y] + [job_link] for x, y in zip(_A	,_A  )]

   return result



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase=None  ):
   '''simple docstring'''


   A_  :					List[Any]         =						[]

   A_  :					str         =						[os.path.join(_A	,_A  ) for p in os.listdir(_A  ) if p.endswith(""".zip"""  )]
   for p in paths:
      errors.extend(get_errors_from_single_artifact(_A	,job_links=_A  )  )

   return errors



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase=None  ):
   '''simple docstring'''


   A_  :					Any         =						Counter()
   counter.update([x[1] for x in logs]  )
   A_  :					List[Any]         =						counter.most_common()
   A_  :					Optional[int]         =						{}
   for error, count in counts:
      if error_filter is None or error not in error_filter:
         A_  :					int         =						{"""count""": count, """failed_tests""": [(x[2], x[0]) for x in logs if x[1] == error]}

   A_  :					Optional[Any]         =						dict(sorted(r.items()	,key=lambda _lowerCAmelCase  : item[1]["count"]	,reverse=_A  )  )
   return r



def      _lowerCAmelCase		(	_lowerCAmelCase  ):
   '''simple docstring'''


   A_  :					List[str]         =						test.split("""::"""  )[0]
   if test.startswith("""tests/models/"""  ):
      A_  :					Optional[int]         =						test.split("""/"""  )[2]
   else:
      A_  :					int         =						None

   return test



def      _lowerCAmelCase		(	_lowerCAmelCase	,_lowerCAmelCase=None  ):
   '''simple docstring'''


   A_  :					List[Any]         =						[(x[0], x[1], get_model(x[2]  )) for x in logs]
   A_  :					Union[str, Any]         =						[x for x in logs if x[2] is not None]
   A_  :					List[Any]         =						{x[2] for x in logs}

   A_  :					int         =						{}
   for test in tests:
      A_  :					Any         =						Counter()
      # count by errors in `test`
      counter.update([x[1] for x in logs if x[2] == test]  )
      A_  :					int         =						counter.most_common()
      A_  :					Tuple         =						{error: count for error, count in counts if (error_filter is None or error not in error_filter)}
      A_  :					List[Any]         =						sum(error_counts.values()  )
      if n_errors > 0:
         A_  :					List[str]         =						{"""count""": n_errors, """errors""": error_counts}

   A_  :					Dict         =						dict(sorted(r.items()	,key=lambda _lowerCAmelCase  : item[1]["count"]	,reverse=_A  )  )
   return r



def      _lowerCAmelCase		(	_lowerCAmelCase  ):
   '''simple docstring'''


   A_  :					Optional[Any]         =						"""| no. | error | status |"""
   A_  :					Any         =						"""|-:|:-|:-|"""
   A_  :					List[Any]         =						[header, sep]
   for error in reduced_by_error:
      A_  :					List[Any]         =						reduced_by_error[error]["""count"""]
      A_  :					List[Any]         =						f"""| {count} | {error[:1_0_0]} |  |"""
      lines.append(_A  )

   return "\n".join(_A  )



def      _lowerCAmelCase		(	_lowerCAmelCase  ):
   '''simple docstring'''


   A_  :					Any         =						"""| model | no. of errors | major error | count |"""
   A_  :					List[str]         =						"""|-:|-:|-:|-:|"""
   A_  :					Dict         =						[header, sep]
   for model in reduced_by_model:
      A_  :					List[str]         =						reduced_by_model[model]["""count"""]
      A_   ,					A_  :					Tuple         =						list(reduced_by_model[model]["""errors"""].items()  )[0]
      A_  :					Any         =						f"""| {model} | {count} | {error[:6_0]} | {_count} |"""
      lines.append(_A  )

   return "\n".join(_A  )


if __name__ == "__main__":
      _lowerCAmelCase								=  argparse.ArgumentParser()
      # Required parameters
      parser.add_argument("""--workflow_run_id""", type=str, required=True, help="""A GitHub Actions workflow run id.""")
      parser.add_argument(
          """--output_dir""",
          type=str,
          required=True,
          help="""Where to store the downloaded artifacts and other result files.""",
      )
      parser.add_argument("""--token""", default=None, type=str, help="""A token that has actions:read permission.""")
      _lowerCAmelCase								=  parser.parse_args()

      os.makedirs(args.output_dir, exist_ok=True)

      _lowerCAmelCase								=  get_job_links(args.workflow_run_id, token=args.token)
      _lowerCAmelCase								=  {}
      # To deal with `workflow_call` event, where a job name is the combination of the job names in the caller and callee.
      # For example, `PyTorch 1.11 / Model tests (models/albert, single-gpu)`.
      if _job_links:
            for k, v in _job_links.items():
                  # This is how GitHub actions combine job names.
                  if " / " in k:
                        _lowerCAmelCase								=  k.find(""" / """)
                        _lowerCAmelCase								=  k[index + len(""" / """) :]
                  _lowerCAmelCase								=  v
      with open(os.path.join(args.output_dir, """job_links.json"""), """w""", encoding="""UTF-8""") as fp:
            json.dump(job_links, fp, ensure_ascii=False, indent=4)

      _lowerCAmelCase								=  get_artifacts_links(args.workflow_run_id, token=args.token)
      with open(os.path.join(args.output_dir, """artifacts.json"""), """w""", encoding="""UTF-8""") as fp:
            json.dump(artifacts, fp, ensure_ascii=False, indent=4)

      for idx, (name, url) in enumerate(artifacts.items()):
            download_artifact(name, url, args.output_dir, args.token)
            # Be gentle to GitHub
            time.sleep(1)

      _lowerCAmelCase								=  get_all_errors(args.output_dir, job_links=job_links)

      # `e[1]` is the error
      _lowerCAmelCase								=  Counter()
      counter.update([e[1] for e in errors])

      # print the top 30 most common test errors
      _lowerCAmelCase								=  counter.most_common(30)
      for item in most_common:
            print(item)

      with open(os.path.join(args.output_dir, """errors.json"""), """w""", encoding="""UTF-8""") as fp:
            json.dump(errors, fp, ensure_ascii=False, indent=4)

      _lowerCAmelCase								=  reduce_by_error(errors)
      _lowerCAmelCase								=  reduce_by_model(errors)

      _lowerCAmelCase								=  make_github_table(reduced_by_error)
      _lowerCAmelCase								=  make_github_table_per_model(reduced_by_model)

      with open(os.path.join(args.output_dir, """reduced_by_error.txt"""), """w""", encoding="""UTF-8""") as fp:
            fp.write(sa)
      with open(os.path.join(args.output_dir, """reduced_by_model.txt"""), """w""", encoding="""UTF-8""") as fp:
            fp.write(sa)








"""simple docstring"""



import warnings
from functools import wraps
from typing import Callable


def 			_UpperCamelCase						(    _A   )     ->	Callable:





    """simple docstring"""

    @wraps(_A   )
    def _inner_fn(*_A       ,   **_A   ):
        warnings.warn(
            (F"""'{fn.__name__}' is experimental and might be subject to breaking changes in the future.""")       ,   _A       ,   )
        return fn(*_A       ,   **_A   )

    return _inner_fn